We experiment with various unimodal (image/text-only) and multimodal models, including such pre-trained on multimodal datasets such as MS COCO [1]} and CC [2]}. We train DISARM and all unimodal baselines using PyTorch, while for the multimodal baselines, we use the MMF framework.github.com/facebookresearch/mmf Additional details along with the values of the hyper-parameters are given in Appendix .
